Bouaguel Waad

Waad

Bouaguel Ben N'Cir

bouaguelwaad@hotmail.fr

bouaguelwaad@gmail.com

Maître assistant

FSEG Nabeul

Cursus universitaire

Doctorat en Informatique de gestion

2015

Institut Supérieur de Gestion Tunis

Mastère en Modélisation

2010

Institut Supérieur de Gestion Tunis

Maîtrise en informatique de gestion

2008

Institut Supérieur de Gestion Tunis

Domaines de recherche

Data Mining

Credit Scoring

Feature Selection

Ensemble Methods

Expérience professionnelle

Assistante contractuelle en Informatique de Gestion

Institut Supérieur de Gestion Tunis

Maître assistante en Informatique de Gestion

Faculté des Sciences Economique et de Gestion de Nabeul

Modules enseignés

Architecture des ordinateurs

Gestion des projets informatiques

Logique mathématique

Commerce éléctronique

Méthodologie de conception des systèmes d’information

Systèmes distribués

Paiement électronique

Encadrements

Encadrement de mastères:

Emna Mouelhi: A new method for in stance feature selection using redundant feature for biological data (2015-2016 soutenu avec la mention bien)

Activités de recherche

Comité d'organisation:

The first workshop on Machine Learning and Big Data (MLBD)

Relecture:

International Conference on Advanced Computing, Networking, and Informatics (ICACNI 2015).

International Conference on Advances in Computing and Management (ICACM 2016).

Thèse de doctorat

On Feature Selection for Credit Scoring

Directeurs:

mohamed limam

Année soutenance: 2015

Institut supérieur de gestion

these_bouaguel_waad.pdf

Mémoire de mastère / DEA

Modèles de Credit Scoring appliqués à des populations à faible effectifs : Comparaison des modèles de la régression logistique aux SVMs

Directeurs:

Mohamed Limam

Année soutenance: 2010

Institut Supérieur de Gestion de Tunis

doc2.pdf

Publications

Revues internationales

Bouaguel Waad

, Ghazi Bel Mufti

An improvement direction for filter selection techniques using information theory measures and quadratic optimization,

International Journal of Advanced Research in Artificial Intelligence, Vol.1, No:5, August, pp.7-11. , 2014

, Beninel Farid

, Bel Mufti Ghazi

Transfer Learning Using Logistic Regression in Credit-Scoring,

Transfer learning using logistic regression in credit scoring. Revue des Nouvelles Technologies de l'Information (RNTI), special issue Data Mining et Apprentissage Statistique : Applications en Marketing, Banque et Assurance, Vol. RNTI-A-7, February, pp. 1-16. 2014 , 2011

Bouaguel Waad

, Ghazi Bel Mufti

, Mohamed Limam

A Three-Stage feature selection using quadratic programming for credit scoring,

Applied Artificial Intelligence: An International Journal, Vol.27, No.8, September, pp.721-742. , 2011

Chapitres d’ouvrages

Bouaguel Waad

, bel mufti ghazi

, Mohamed Limam

A new feature selection technique applied to credit scoring data using a rank aggregation approach based on: optimization, genetic algorithm and similarity.,

Knowledge Discovery & Data Mining (KDDM) for Economic Development: Applications, Strategies and Techniques Taylor & Francis. , 2014

Afef Ben Brahim

, Bouaguel Waad

, Mohamed Limam

Combining feature selection and data classification using ensemble approaches: application to cancer diagnosis and credit scoring.,

Case Studies in Intelligent Computing – Achievements and Trends, Taylor & Francis, August 2014, pp. 517-532. , 2013

Conférences Internationales avec comité de lecture et actes

Bouaguel Waad

, Ghazi Bel Mufti

, Mohamed Limam

Similarity aggregation a new version of rank aggregation applied to credit scoring case. ,

International Conference on Mining Intelligence and Knowledge Exploration (MIKE2013), Tamil Nadu, India, 18-20 December, pp.618-628. , 2015

Bouaguel Waad

, Ghazi Bel Mufti

, Mohamed Limam

Rank aggregation for filter feature selection in credit scoring.,

International Conference on Mining Intelligence and Knowledge Exploration (MIKE2013), Tamil Nadu, India, 18-20 December, pp.7-15. , 2013

Bouaguel Waad

, Ben Brahim Afef

, Mohamed Limam

Feature selection by rank aggregation and genetic algorithms,

5th International Conference on Knowledge Discovery and Information Retrieval (KDIR2013), Vilamoura, Algarve, Portugal, 19 - 22 September, pp.33-40. , 2013

Bouaguel Waad

, Beninel Farid

, Bel Mufti Ghazi

Logistic Sub-models for Small Size Populations in Credit Scoring,

IEEE Symposium Series in Computational Intelligence 2011 (SSCI 2011), Paris-France, Avril, 2011. , 2012

[BibTeX...]

@INPROCEEDINGS{Bouaguel:2011, AUTHOR="Bouaguel, W. and Beninel, F. and Bel Mufti, G.", TITLE="Logistic sub-models for small size populations in Credit scoring", BOOKTITLE="IEEE Symposium Series in Computational Intelligence 2011 (SSCI 2011)", ADDRESS="Paris, France", DAYS=11, MONTH=apr, YEAR=2011, KEYWORDS="Logistic model, Gaussian discrimination, Subpopulation links, Credit scoring, Subpopulations mixture" }

Bouaguel Waad

, Beninel Farid

, Bel Mufti Ghazi

Logistic models for Credit scoring ,

43ièmes Journées de la Statistique (JDS 2011), Gammarth-Tunisie, Mai, 2011 , 2011

Bouaguel Waad

, Ghazi Bel Mufti

Quadratic Programming for Feature Selection in Credit Scoring,

Third Meeting on Statistics and Data Mining (MSDM 2012), Hammamet-Tunisie, Mars, 2012. , 2010

Bouaguel Waad

, Beninel Farid

, Bel Mufti Ghazi

From generalized discrimination to logistic discrimination : Logistic sub-models definition for populations’ mixture in credit scoring,

Second Meeting on Statistics and Data Mining (MSDM 2010), Hammamet -Tunisie, Mars, 2010.

Bouaguel Waad

On Feature Selection for Credit Scoring

Modèles de Credit Scoring appliqués à des populations à faible effectifs : Comparaison des modèles de la régression logistique aux SVMs

Revues internationales

Bouaguel Waad

, Ghazi Bel Mufti

An improvement direction for filter selection techniques using information theory measures and quadratic optimization,

, Beninel Farid

, Bel Mufti Ghazi

Transfer Learning Using Logistic Regression in Credit-Scoring,

, Ghazi Bel Mufti

, Mohamed Limam

A Three-Stage feature selection using quadratic programming for credit scoring,

Chapitres d’ouvrages

, bel mufti ghazi

, Mohamed Limam

A new feature selection technique applied to credit scoring data using a rank aggregation approach based on: optimization, genetic algorithm and similarity.,

Afef Ben Brahim

, Bouaguel Waad

, Mohamed Limam

Combining feature selection and data classification using ensemble approaches: application to cancer diagnosis and credit scoring.,

Conférences Internationales avec comité de lecture et actes

, Ghazi Bel Mufti

, Mohamed Limam

Similarity aggregation a new version of rank aggregation applied to credit scoring case. ,

, Ghazi Bel Mufti

, Mohamed Limam

Rank aggregation for filter feature selection in credit scoring.,

, Ben Brahim Afef

, Mohamed Limam

Feature selection by rank aggregation and genetic algorithms,

Bouaguel Waad

, Beninel Farid

, Bel Mufti Ghazi

Logistic Sub-models for Small Size Populations in Credit Scoring,

, Beninel Farid

, Bel Mufti Ghazi

Logistic models for Credit scoring ,

, Ghazi Bel Mufti

Quadratic Programming for Feature Selection in Credit Scoring,

, Beninel Farid

, Bel Mufti Ghazi

From generalized discrimination to logistic discrimination : Logistic sub-models definition for populations’ mixture in credit scoring,

Espace Membres

Recherche